Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 1.145261 1.396702 1.720745 2.182916 2.850655 3.826703 5.465122
2025-06-08 0.792263 1.052160 1.436335 2.089248 3.283804 5.699853 12.399244
2025-06-15 0.648571 0.912946 1.343887 2.183753 4.077481 9.493980 41.705064
2025-06-22 0.547717 0.801117 1.242561 2.193054 4.730725 14.915457 239.911954
2025-06-29 0.470626 0.706534 1.136933 2.133571 5.176439 22.045644 87485.460287
2025-07-06 0.415926 0.637923 1.058874 2.097186 5.689898 34.363661 NaN
2025-07-13 0.391507 0.617682 1.069389 2.286861 7.389788 94.102255 NaN
2025-07-20 0.365331 0.588902 1.053725 2.399942 9.101345 355.763865 NaN
2025-07-27 0.336543 0.550251 1.006686 2.396158 10.270027 2250.983425 NaN
2025-08-03 0.308057 0.508206 0.943074 2.310597 10.788124 230158.646519 NaN
2025-08-10 0.290450 0.485728 0.921323 2.362860 12.753434 NaN NaN
2025-08-17 0.277754 0.471562 0.916833 2.480073 16.130847 NaN NaN
2025-08-24 0.261135 0.447660 0.884468 2.479540 18.502105 NaN NaN
2025-08-31 0.242838 0.418350 0.833412 2.380455 19.172090 NaN NaN
2025-09-07 0.233808 0.408064 0.831029 2.497798 25.239079 NaN NaN
2025-09-14 0.222407 0.391303 0.807986 2.509671 29.845855 NaN NaN
2025-09-21 0.209824 0.370720 0.771071 2.437478 31.827069 NaN NaN
2025-09-28 0.199220 0.353679 0.741797 2.393364 35.058596 NaN NaN
2025-10-05 0.196258 0.353647 0.761434 2.624197 58.943092 NaN NaN
2025-10-12 0.191072 0.347930 0.763317 2.762682 91.914101 NaN NaN
2025-10-19 0.183394 0.335674 0.743320 2.758038 115.986645 NaN NaN
2025-10-26 0.174464 0.319792 0.710015 2.653214 119.934580 NaN NaN
2025-11-02 0.169261 0.312412 0.702454 2.717200 182.211690 NaN NaN